Checkpointing is actually a bit difficult for fault tolerance for long running batch computations and state tends to grow linearly as the computation progresses, unlike streaming applications where you typically use windows. This means periodic checkpointing leads to quadratic amount of writes to durable storage which is pretty bad.

Quokka supports checkpointing but does not enable that by default to prevent this common problem from killing normal operation performance.